Record, CLM, bronze and silver
CLM-416522
Received 2026-01-31T06:18:06Z, line 82,129 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | GRACE | Grace | Changed |
| Middle | — | — | Unchanged |
| Last name | FISHR | Fishr | Changed |
| Date of birth | 1971-03-01 | 1971-03-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 13313736736 | 3313736736 | Parsed |
| - | — | Cleared | |
| Address | 5229 Church Street | 5229 Church St | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78719 | 78719 | Unchanged |
| Group | GRP-2346 | GRP-2346 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- grace|fishr
- Address key
- 5229|church|78719
- Canonical first
- grace
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-121706 | 0.99 | Scored | — | Auto-linked |
| CLM-416521 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009093
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Grace Fisher, 1971-03-01, 3 records, Verified
Evidence
Matched against ENR-121706
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically8a72cca2252026-10-19 19:54:38, scoring_agentidentity id MBR-009093, confidence 0.994, method probabilistic, matched record ENR-121706, policy version 1
- Record linked automatically8cb7033ac62026-10-19 19:52:09, scoring_agentidentity id MBR-009093, confidence 0.994, method probabilistic, matched record ENR-121706, policy version 1
- Record linked automatically88d858af522026-10-19 19:45:42, scoring_agentidentity id MBR-009093, confidence 0.994, method probabilistic, matched record ENR-121706, policy version 1
- Record linked automatically675c97548d2026-10-19 19:32:31, scoring_agentidentity id MBR-009093, confidence 0.994, method probabilistic, matched record ENR-121706, policy version 1
- Record linked automatically9f1b412ace2026-10-19 19:31:28, matching_agentidentity id MBR-038656, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121634